Breast tumour detection using machine learning: review of selected methods from 2015 to 2021

G Sharma, N **dal - Multimedia Tools and Applications, 2022 - Springer
Breast tumour is one of the leading causes of death among women worldwide. Researchers
are working hard to develop early and improved detection tools for breast tumour. Several …

Chronic Diseases Prediction Using Machine Learning With Data Preprocessing Handling: A Critical Review

NG Ramadhan, W Maharani, AA Gozali - IEEE Access, 2024 - ieeexplore.ieee.org
According to the World Health Organization (WHO), some chronic diseases such as
diabetes mellitus, stroke, cancer, cardiac vascular, kidney failure, and hypertension are …

Research on SPDTRS-PNN based intelligent assistant diagnosis for breast cancer

X Kong, M Zhou, K Bian, W Lai, F Hu, R Dai, J Yan - Scientific Reports, 2023 - nature.com
Breast cancer is the second dangerous cancer in the world. Breast cancer data often
contains more redundant information. Redundant information makes the breast cancer …

An Experimental Study on Hyper-parameter Optimization for Breast Cancer Risk Prediction using IBM Snap Machine Learning Techniques

RN Ravikumar, M Banga… - 2022 Second International …, 2022 - ieeexplore.ieee.org
Worldwide approximately 1 in 6 women will succumb to Breast Cancer (BC), making it one
of the most lethal illnesses in the female population. To avoid and receive adequate clinical …

Breast cancer prediction using advance machine learning algorithms

V Jain, M Agrawal - 2022 8th International Conference on …, 2022 - ieeexplore.ieee.org
Breast cancer is very common type of cancer now a day. It is observed in many of the
women and responsible for many deaths in recent days. In this work the power of machine …

An Effective Segmentation of Breast Cancer Using Modified U-NET

G Jayandhi, JSL Jasmine… - 2022 8th …, 2022 - ieeexplore.ieee.org
During late ten years breast cancer is a major issue for women's death recently and also
increased the quantity of breast cancer. There is more proof that ladies in 15–54 years of …

Breast Cancer Prediction using Standard Machine Learning Algorithms

V Jain, N Mohan - 2022 International Conference on Edge …, 2022 - ieeexplore.ieee.org
Lots of women are suffering from Breast Cancer all over the world. Various data set about
breast cancer is available online. Machine Learning algorithms are very useful in predicting …

Using Prediction Based Approaches to Improve Diagnostic Accuracy for BreastCancer

KS Saini - 2022 4th International Conference on Advances in …, 2022 - ieeexplore.ieee.org
Diagnosis BC is a tremendous challenge in the medical domain. In ongoing exploration, the
classification of imbalanced dataset certainly stands out enough to be noticed. Imbalanced …

Enhancing Detection of Breast Cancer Through a Novel Framework: A Machine Learning Approach with Explainable AI Interpretation

R Vidyashree, A Kodipalli, T Rao - 2024 First International …, 2024 - ieeexplore.ieee.org
Breast cancer, the most prevalent cancer among women, significantly contributes to
increased mortality rates and ranks as the second leading cause of cancer-related deaths in …

Understanding the Landscape: A Review of Explainable AI in Healthcare Decision-Making

ZA Ansari, MM Tripathi, R Ahmed - 2024 - researchsquare.com
Breast cancer remains a significant global health concern, impacting millions of women.
Early and accurate diagnosis is crucial for improving treatment outcomes and reducing …